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Automation Risk Analysis

Will “Auto Damage Claims Adjuster (Automotive Damage Claims Adjuster)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #675 of 702. Estimated risk: 98.0%

Directly assessed by researchers as likely automatable
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AI Exposure Risk

56%

“Auto Damage Claims Adjuster (Automotive Damage Claims Adjuster)” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

33%

“Auto Damage Claims Adjuster (Automotive Damage Claims Adjuster)” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 33% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Claims Adjusters, Examiners, and Investigators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Review settled claims to determine that payments and settlements are made in accordance with company practices and procedures. Confer with legal counsel on claims requiring litigation. May also settle insurance claims.

Avg. Annual Salary $78,770
Avg. Hourly Wage $37.87
Available Jobs (US) 305,020
Job Title & Hierarchy Code (SOC) Claims Adjusters, Examiners, and Investigators #13-1031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Claims Adjusters, Examiners, and Investigators”

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Core Skills & Abilities

  • Adjust reserves or provide reserve recommendations to ensure that reserve activities are consistent with corporate policies.

  • Verify and analyze data used in settling claims to ensure that claims are valid and that settlements are made according to company practices and procedures.

  • Report overpayments, underpayments, and other irregularities.

  • Obtain credit information from banks and other credit services.

  • Conduct detailed bill reviews to implement sound litigation management and expense control.

  • Communicate with reinsurance brokers to obtain information necessary for processing claims.

  • Interview or correspond with agents and claimants to correct errors or omissions and to investigate questionable claims.

  • Examine claims investigated by insurance adjusters, further investigating questionable claims to determine whether to authorize payments.

  • Review police reports, medical treatment records, medical bills, or physical property damage to determine the extent of liability.

  • Pay and process claims within designated authority level.

  • Maintain claim files, such as records of settled claims and an inventory of claims requiring detailed analysis.

  • Enter claim payments, reserves and new claims on computer system, inputting concise yet sufficient file documentation.

  • Collect evidence to support contested claims in court.

  • Negotiate claim settlements or recommend litigation when settlement cannot be negotiated.

  • Investigate, evaluate, and settle claims, applying technical knowledge and human relations skills to effect fair and prompt disposal of cases and to contribute to a reduced loss ratio.

  • Prepare reports to be submitted to company's data processing department.

  • Interview or correspond with claimants, witnesses, police, physicians, or other relevant parties to determine claim settlement, denial, or review.

  • Attend mediations or trials.

  • Examine claims forms and other records to determine insurance coverage.

  • Supervise claims adjusters to ensure that adjusters have followed proper methods.

  • Resolve complex, severe exposure claims, using high service oriented file handling.

  • Communicate with former associates to verify employment record or to obtain background information regarding persons or businesses applying for credit.

  • Analyze information gathered by investigation and report findings and recommendations.

  • Examine titles to property to determine validity and act as company agent in transactions with property owners.

  • Investigate and assess damage to property and create or review property damage estimates.

  • Contact or interview claimants, doctors, medical specialists, or employers to get additional information.

  • Refer questionable claims to investigator or claims adjuster for investigation or settlement.

  • Present cases and participate in their discussion at claim committee meetings.

  • Confer with legal counsel on claims requiring litigation.

Technologies & Software

  • Medical condition coding software
  • BCCORP Burkitt W5
  • First Notice Systems ClaimCapture
  • CGI-AMS BureauLink Enterprise
  • Agency Management Systems AMS 360
  • Insurance claims fraud detection software
  • Microsoft PowerPoint
  • ISO NetMap for Claims
  • Gemini (Google)
  • Planful AI
  • Microsoft Outlook
  • Claims processing administration and management software
  • Business software applications
  • Mistral (Mistral AI)
  • Alteryx AI
  • ChatGPT (OpenAI)
  • Perplexity AI
  • Magnify Predictive Targeting System
  • Microsoft Publisher
  • Clear Technology Tranzax
  • CCC Pathways Appraisal Quality Solution
  • Bridium Claims 3
  • CSC Fault Evaluator
  • Microsoft Excel
  • Napkin AI
  • Automatic Data Processing Estimating
  • Automatic Data Processing Autosource
  • Xactware Xactimate
  • Document management system software
  • ISO ClaimSearch
  • DeepSeek
  • Apple Safari
  • Axonwave Fraud and Abuse Management System
  • Zoom
  • MapScenes Evidence Recorder
  • Fair Isaac SmartAdvisor
  • PhotoModeler
  • Covansys ClaimConnect
  • Qwen (Alibaba)
  • Fair Isaac Claims Advisor
  • ADP software
  • Claude (Anthropic)
  • Bill review software
  • Gemini for Workspace
  • IBM Fraud and Abuse Management System
  • Microsoft Word
  • CCC GuidePost Decision Support
  • Meta Business AI
  • Kimi (Moonshot AI)
  • CCC EZNet electronic communications network
  • CCC Pathways Image Management Solution
  • Visual Statement Investigator Suite
  • InSystems Calligo Document Management System
  • LexisNexis RiskWise
  • Automatic Data Processing Claims Manager & Dispatch
  • Microsoft Access
  • Medical procedure coding software
  • Computerized voice stress analyzer CVSA software
  • CCC TL2000 Solution
  • 4n6xprt Systems StiffCalcs
  • Bramerhill ClaimsTech
  • MapScenes Pro
  • Tropics Claims Reserve Management
  • AutoClaims Direct DirectLink
  • Castek Insure3 Claims
  • Tableau AI
  • Simsol for Adjusters
  • QwikQuote software
  • Healthcare common procedure coding system HCPCS
  • CAD Zone Insurance
  • Datanex ClaimTrac
  • CSC Automated Work Distributor AWD
  • CGI INSideOUT
  • Injury Sciences EDR InSight
  • Nova (Amazon)
  • Corporate Systems ClaimsPro
  • CSC Colossus
  • Hummingbird Legal Bill Review
  • StrataCare StrataWare eReview
  • Grok (xAI)
  • Brightwork Alyce Claims Systems
  • Llama (Meta)
  • ARSoftware WinSMAC
  • Hyland OnBase Enterprise Content Management
  • DataRobot
  • Property damage, bodily injury, and liability estimation software
  • Microsoft Copilot
  • Microsoft Office software
  • Mozilla Firefox
  • Captiva InputAccel
  • BCCORP W5 for Adjusters
  • Turtle Creek Software Goldenseal Architect
  • Field computers
  • Tablet computers
  • Mobile wireless handheld communication devices
  • Total stations
  • Data collectors
  • Desktop computers
  • Personal digital assistants PDA
  • Measure markers
  • Personal computers
  • Scanners
  • Event data recorders
  • Notebook computers
  • Handheld computers

Alternative Job Titles